Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 1.153319 1.406448 1.732732 2.198237 2.871100 3.855296 5.509097
2025-06-29 0.805182 1.070351 1.463123 2.132591 3.362847 5.868561 12.908653
2025-07-06 0.637353 0.892098 1.303583 2.095200 3.843940 8.666980 34.737044
2025-07-13 0.565044 0.828036 1.288036 2.284996 4.979655 16.109481 310.729679
2025-07-20 0.504536 0.764560 1.247361 2.398116 6.117781 30.309917 NaN
2025-07-27 0.448631 0.695543 1.173433 2.394195 6.944572 54.141500 NaN
2025-08-03 0.398927 0.628069 1.084326 2.308301 7.390785 90.543912 NaN
2025-08-10 0.368542 0.591175 1.050232 2.360745 8.665716 259.190145 NaN
2025-08-17 0.346929 0.567309 1.038591 2.477753 10.720086 3171.300649 NaN
2025-08-24 0.322304 0.533712 0.996872 2.477962 12.136492 NaN NaN
2025-08-31 0.296773 0.495032 0.935557 2.383549 12.634728 NaN NaN
2025-09-07 0.283803 0.480490 0.930412 2.497589 15.868135 NaN NaN
2025-09-14 0.267394 0.457282 0.900362 2.507875 18.340392 NaN NaN
2025-09-21 0.249772 0.429719 0.854644 2.435252 19.536286 NaN NaN
2025-09-28 0.235129 0.407129 0.818528 2.391009 21.348643 NaN NaN
2025-10-05 0.230479 0.405759 0.839303 2.622219 32.452528 NaN NaN
2025-10-12 0.223172 0.397607 0.839700 2.760824 45.817908 NaN NaN
2025-10-19 0.212926 0.381742 0.815170 2.756016 54.877916 NaN NaN
2025-10-26 0.201317 0.361778 0.775759 2.650755 56.843914 NaN NaN
2025-11-02 0.194460 0.352231 0.766028 2.714980 77.015739 NaN NaN
2025-11-09 0.189646 0.346992 0.768488 2.858767 126.569660 NaN NaN
2025-11-16 0.182455 0.335501 0.749810 2.859024 166.219521 NaN NaN
2025-11-23 0.173773 0.319833 0.716012 2.742949 168.660063 NaN NaN